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Collecting Spatial Data: Optimum Design of Experiments for Random Fields

SKU: 9783540311744

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Collecting Spatial Data: Optimum Design of Experiments for Random Fields, Jakob Flury, 9783540311744

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The book is concerned with the statistical theory for locating spatial sensors. It bridges the gap between spatial statistics and optimum design theory. After introductions to those two fields the topics of exploratory designs and designs for spatial trend and variogram estimation are treated. Special attention is devoted to describing new methodologies to cope with the problem of correlated observations. Fundamentals of Spatial Statistics.- Fundamentals of Experimental Design.- Exploratory Designs.- Designs for Spatial Trend Estimation.- Design and Dependence.- Multipurpose Designs.

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